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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Knowledge Management ROI with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Quantify the financial impact of your knowledge management investments.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Knowledge Management ROI capability set.

These are the exact actions your AI can choose when you ask it to work with Knowledge Management ROI.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Knowledge Management ROI.

  1. 01

    Calculate maintenance overhead

    Determines the ongoing costs required to sustain the knowledge base

  2. 02

    Analyze efficiency drivers

    Breaks down which specific area (search, rework, or onboarding) is contributing most to the organization's value

  3. 03

    Calculate roi summary

    Provides a high-level financial overview of the KM investment

  4. 04

    Estimate adoption impact

    Calculates how much of the theoretical efficiency gains are actually captured based on user engagement

Observed, not estimated

831ms average. Fast in production.

Knowledge Management ROI is checked daily against the live service.

Daily averagePeak 938ms
Aug 29Today
Fastest day
750ms
Slowest day
938ms
14-day trend
Improving-11%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Knowledge Management ROI, so you can see the experience inside your AI.

It does not authenticate your account with Knowledge Management ROI. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Knowledge Management ROI Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_UG5Lm0IwTmmp5vf60YPIwyQrUwKskpLfXmFPJb7z/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Knowledge Management ROI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "knowledge-management-roi-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_UG5Lm0IwTmmp5vf60YPIwyQrUwKskpLfXmFPJb7z/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Knowledge Management ROI owners ask.

  • 01

    How do I calculate the total ROI?

    Use the calculate_roi_summary capability. You will need to provide the initial setup cost, search time savings, rework savings, and onboarding savings.

  • 02

    Can I account for how many employees actually use the system?

    Yes, use estimate_adoption_impact to adjust your theoretical gains by the adoption rate and the freshness factor of your data.

  • 03

    How are maintenance costs calculated?

    The calculate_maintenance_overhead capability estimates annual costs based on your knowledge base size, organizational complexity, and desired freshness target.

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